A Hybrid Modeling Framework for Crop Prediction Tasks via Dynamic Parameter Calibration and Multi-Task Learning
Fuente:
arXiv
Saved in:
| Main Authors: | Solow, William, Pesantez-Cabrera, Paola, Keller, Markus, Khot, Lav, Saisubramanian, Sandhya, Fern, Alan |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Calibrating Biophysical Models for Grape Phenology Prediction via Multi-Task Learning
by: Solow, William, et al.
Published: (2025)
by: Solow, William, et al.
Published: (2025)
WOFOSTGym: A Crop Simulator for Learning Annual and Perennial Crop Management Strategies
by: Solow, William, et al.
Published: (2025)
by: Solow, William, et al.
Published: (2025)
Budgeted Online Active Learning with Expert Advice and Episodic Priors
by: Goebel, Kristen, et al.
Published: (2025)
by: Goebel, Kristen, et al.
Published: (2025)
Transfer Learning via Auxiliary Labels with Application to Cold-Hardiness Prediction
by: Goebel, Kristen, et al.
Published: (2025)
by: Goebel, Kristen, et al.
Published: (2025)
Learning with Expert Abstractions for Efficient Multi-Task Continuous Control
by: Jewett, Jeff, et al.
Published: (2025)
by: Jewett, Jeff, et al.
Published: (2025)
Mitigating Side Effects in Multi-Agent Systems Using Blame Assignment
by: Rustagi, Pulkit, et al.
Published: (2024)
by: Rustagi, Pulkit, et al.
Published: (2024)
Learning Transferable Latent User Preferences for Human-Aligned Decision Making
by: Hyk, Alina, et al.
Published: (2026)
by: Hyk, Alina, et al.
Published: (2026)
Multi-Objective Planning with Contextual Lexicographic Reward Preferences
by: Rustagi, Pulkit, et al.
Published: (2025)
by: Rustagi, Pulkit, et al.
Published: (2025)
Multi-Objective Multi-Agent Path Finding with Lexicographic Cost Preferences
by: Rustagi, Pulkit, et al.
Published: (2025)
by: Rustagi, Pulkit, et al.
Published: (2025)
Multi-Robot Coordination for Planning under Context Uncertainty
by: Rustagi, Pulkit, et al.
Published: (2026)
by: Rustagi, Pulkit, et al.
Published: (2026)
AgAID Institute—AI for agricultural labor and decision support
by: Alan Fern, et al.
Published: (2024)
by: Alan Fern, et al.
Published: (2024)
Adaptive Querying for Reward Learning from Human Feedback
by: Anand, Yashwanthi, et al.
Published: (2024)
by: Anand, Yashwanthi, et al.
Published: (2024)
Uncovering Systemic and Environment Errors in Autonomous Systems Using Differential Testing
by: Anand, Yashwanthi, et al.
Published: (2025)
by: Anand, Yashwanthi, et al.
Published: (2025)
Parameter-Efficient Multi-Task Learning via Progressive Task-Specific Adaptation
by: Gangwar, Neeraj, et al.
Published: (2025)
by: Gangwar, Neeraj, et al.
Published: (2025)
Simulator Adaptation for Sim-to-Real Learning of Legged Locomotion via Proprioceptive Distribution Matching
by: Dao, Jeremy, et al.
Published: (2026)
by: Dao, Jeremy, et al.
Published: (2026)
Task Calibration: Calibrating Large Language Models on Inference Tasks
by: Li, Yingjie, et al.
Published: (2024)
by: Li, Yingjie, et al.
Published: (2024)
How to read and do proofs : An introduction to mathematical thought processes / Daniel Solow
by: Solow, Daniel
by: Solow, Daniel
Task-Parameter Nexus: Task-Specific Parameter Learning for Model-Based Control
by: Cheng, Sheng, et al.
Published: (2024)
by: Cheng, Sheng, et al.
Published: (2024)
A Game-Theoretic Approach to a Task Delegation Problem
by: Dobakhshari, Donya G., et al.
Published: (2020)
by: Dobakhshari, Donya G., et al.
Published: (2020)
Ensemble Prediction of Task Affinity for Efficient Multi-Task Learning
by: Ayman, Afiya, et al.
Published: (2026)
by: Ayman, Afiya, et al.
Published: (2026)
Task Parameter Extrapolation via Learning Inverse Tasks from Forward Demonstrations
by: Bahar, Serdar, et al.
Published: (2026)
by: Bahar, Serdar, et al.
Published: (2026)
Less is More: Parameter-Efficient Selection of Intermediate Tasks for Transfer Learning
by: Schulte, David, et al.
Published: (2024)
by: Schulte, David, et al.
Published: (2024)
Multi-Quadruped Cooperative Object Transport: Learning Decentralized Pinch-Lift-Move
by: Pandit, Bikram, et al.
Published: (2025)
by: Pandit, Bikram, et al.
Published: (2025)
Multi-Task Reinforcement Learning Enables Parameter Scaling
by: McLean, Reginald, et al.
Published: (2025)
by: McLean, Reginald, et al.
Published: (2025)
OBSERVATION ERROR AND THE DETECTION OF DELAYED DENSITY DEPENDENCE
by: Solow, A.R
Published: (1990)
by: Solow, A.R
Published: (1990)
Qualifications of a Music Librarian.
by: And Others, et al.
Published: (1974)
by: And Others, et al.
Published: (1974)
ScaLearn: Simple and Highly Parameter-Efficient Task Transfer by Learning to Scale
by: Frohmann, Markus, et al.
Published: (2023)
by: Frohmann, Markus, et al.
Published: (2023)
SparseJEPA: Sparse Representation Learning of Joint Embedding Predictive Architectures
by: Hartman, Max, et al.
Published: (2025)
by: Hartman, Max, et al.
Published: (2025)
TADFormer : Task-Adaptive Dynamic Transformer for Efficient Multi-Task Learning
by: Baek, Seungmin, et al.
Published: (2025)
by: Baek, Seungmin, et al.
Published: (2025)
Parameter-Efficient Multi-Task Fine-Tuning in Code-Related Tasks
by: Haque, Md Zahidul, et al.
Published: (2026)
by: Haque, Md Zahidul, et al.
Published: (2026)
Hallucination Basins: A Dynamic Framework for Understanding and Controlling LLM Hallucinations
by: Cherukuri, Kalyan, et al.
Published: (2026)
by: Cherukuri, Kalyan, et al.
Published: (2026)
A Hybrid GA LLM Framework for Structured Task Optimization
by: Shum, William, et al.
Published: (2025)
by: Shum, William, et al.
Published: (2025)
Multi-Task Learning with Multi-Task Optimization
by: Bai, Lu, et al.
Published: (2024)
by: Bai, Lu, et al.
Published: (2024)
Predicting Onflow Parameters Using Transfer Learning for Domain and Task Adaptation
by: Yilmaz, Emre, et al.
Published: (2025)
by: Yilmaz, Emre, et al.
Published: (2025)
Predicting Movie Success with Multi-Task Learning: A Hybrid Framework Combining GPT-Based Sentiment Analysis and SIR Propagation
by: Xie, Wenlan
Published: (2025)
by: Xie, Wenlan
Published: (2025)
Pneumatic spray delivery‐based fixed spray system configuration optimization for efficient agrochemical application in modern vineyards
by: Dattatray G Bhalekar, et al.
Published: (2024)
by: Dattatray G Bhalekar, et al.
Published: (2024)
Signatures of exceptional points in multiterminal superconductor-normal metal junctions
by: Solow, Oliver, et al.
Published: (2025)
by: Solow, Oliver, et al.
Published: (2025)
Schedule-and-Calibrate: Utility-Guided Multi-Task Reinforcement Learning for Code LLMs
by: Chen, Yujia, et al.
Published: (2026)
by: Chen, Yujia, et al.
Published: (2026)
Multimodal Interaction Modeling via Self-Supervised Multi-Task Learning for Review Helpfulness Prediction
by: Gong, HongLin, et al.
Published: (2024)
by: Gong, HongLin, et al.
Published: (2024)
PEML: Parameter-efficient Multi-Task Learning with Optimized Continuous Prompts
by: Chowdhury, Anjir Ahmed, et al.
Published: (2026)
by: Chowdhury, Anjir Ahmed, et al.
Published: (2026)
Similar Items
-
Calibrating Biophysical Models for Grape Phenology Prediction via Multi-Task Learning
by: Solow, William, et al.
Published: (2025) -
WOFOSTGym: A Crop Simulator for Learning Annual and Perennial Crop Management Strategies
by: Solow, William, et al.
Published: (2025) -
Budgeted Online Active Learning with Expert Advice and Episodic Priors
by: Goebel, Kristen, et al.
Published: (2025) -
Transfer Learning via Auxiliary Labels with Application to Cold-Hardiness Prediction
by: Goebel, Kristen, et al.
Published: (2025) -
Learning with Expert Abstractions for Efficient Multi-Task Continuous Control
by: Jewett, Jeff, et al.
Published: (2025)